Regression analysis of masked competing risks data under cumulative incidence function framework
In the studies that involve competing risks, somehow, masking issues might arise. That is, the cause of failure for some subjects is only known as a subset of possible causes. In this study, a Bayesian analysis is developed to assess the effect of risks factor on the Cumulative Incidence Function (C...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English English English |
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Austrian Statistical Society
2020
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/80510/ http://irep.iium.edu.my/80510/1/80510_Regression%20Analysis%20of%20Masked%20Competing%20Risks.pdf http://irep.iium.edu.my/80510/2/80510_Regression%20Analysis%20of%20Masked%20Competing%20Risks_SCOPUS.pdf http://irep.iium.edu.my/80510/3/80510_Regression%20Analysis%20of%20Masked%20Competing%20Risks_WOS.pdf |
| _version_ | 1848788971614633984 |
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| author | Yousif, Yosra Elfaki, Faiz A. M. Hrairi, Meftah |
| author_facet | Yousif, Yosra Elfaki, Faiz A. M. Hrairi, Meftah |
| author_sort | Yousif, Yosra |
| building | IIUM Repository |
| collection | Online Access |
| description | In the studies that involve competing risks, somehow, masking issues might arise. That is, the cause of failure for some subjects is only known as a subset of possible causes. In this study, a Bayesian analysis is developed to assess the effect of risks factor on the Cumulative Incidence Function (CIF) by adopting the proportional subdistribution hazard model. Simulation is conducted to evaluate the performance of the proposed model and it shows that the model is feasible for the possible applications. |
| first_indexed | 2025-11-14T17:49:18Z |
| format | Article |
| id | iium-80510 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English English English |
| last_indexed | 2025-11-14T17:49:18Z |
| publishDate | 2020 |
| publisher | Austrian Statistical Society |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-805102021-03-01T04:25:41Z http://irep.iium.edu.my/80510/ Regression analysis of masked competing risks data under cumulative incidence function framework Yousif, Yosra Elfaki, Faiz A. M. Hrairi, Meftah QA276 Mathematical Statistics In the studies that involve competing risks, somehow, masking issues might arise. That is, the cause of failure for some subjects is only known as a subset of possible causes. In this study, a Bayesian analysis is developed to assess the effect of risks factor on the Cumulative Incidence Function (CIF) by adopting the proportional subdistribution hazard model. Simulation is conducted to evaluate the performance of the proposed model and it shows that the model is feasible for the possible applications. Austrian Statistical Society 2020-02 Article PeerReviewed application/pdf en http://irep.iium.edu.my/80510/1/80510_Regression%20Analysis%20of%20Masked%20Competing%20Risks.pdf application/pdf en http://irep.iium.edu.my/80510/2/80510_Regression%20Analysis%20of%20Masked%20Competing%20Risks_SCOPUS.pdf application/pdf en http://irep.iium.edu.my/80510/3/80510_Regression%20Analysis%20of%20Masked%20Competing%20Risks_WOS.pdf Yousif, Yosra and Elfaki, Faiz A. M. and Hrairi, Meftah (2020) Regression analysis of masked competing risks data under cumulative incidence function framework. Austrian Journal of Statistics, 49 (3 (Special Issue)). pp. 25-29. E-ISSN 1026-597X https://www.ajs.or.at/index.php/ajs/article/view/1026 10.17713/ajs.v49i3.1026 |
| spellingShingle | QA276 Mathematical Statistics Yousif, Yosra Elfaki, Faiz A. M. Hrairi, Meftah Regression analysis of masked competing risks data under cumulative incidence function framework |
| title | Regression analysis of masked competing risks data under cumulative incidence function framework |
| title_full | Regression analysis of masked competing risks data under cumulative incidence function framework |
| title_fullStr | Regression analysis of masked competing risks data under cumulative incidence function framework |
| title_full_unstemmed | Regression analysis of masked competing risks data under cumulative incidence function framework |
| title_short | Regression analysis of masked competing risks data under cumulative incidence function framework |
| title_sort | regression analysis of masked competing risks data under cumulative incidence function framework |
| topic | QA276 Mathematical Statistics |
| url | http://irep.iium.edu.my/80510/ http://irep.iium.edu.my/80510/ http://irep.iium.edu.my/80510/ http://irep.iium.edu.my/80510/1/80510_Regression%20Analysis%20of%20Masked%20Competing%20Risks.pdf http://irep.iium.edu.my/80510/2/80510_Regression%20Analysis%20of%20Masked%20Competing%20Risks_SCOPUS.pdf http://irep.iium.edu.my/80510/3/80510_Regression%20Analysis%20of%20Masked%20Competing%20Risks_WOS.pdf |